Systems reliability, accelerated life testing in reliability prediction; big data-data driven decision making in spatiotemporal streaming environment; life data (survival data) analysis; robust design of experiments
Health care resource allocation with multi-objective resource allocation models; modeling resiliency in complex systems; design and management of outpatient health care clinics; simulation: discrete event simulation and systems dynamics; deterministic and stochastic optimization
Socio-technical systems, systems engineering and design, social and economic networks, resilience of networked systems, computational social sciences, platform-based systems, sharing economy systems, computational social sciences, game theory, artificial intelligence
Sensing, diagnostics and prognostics for manufacturing machines and equipment, AI for smart and sustainable manufacturing and manufacturing systems integration, Machine learning models for personalized medicine and healthcare, Computational methods for pain assessment physiological sensing systems, Engineering education, personalized learning, and mass-customized instruction model
Current Research: Experiential Engineering Education via Innovation and Invention. Focus on the Technical Design, Energy System, and Medical Engineering (MedEng) Design Innovations via Prototyping and Proof of Concept.
Past Research: High-Temperature Superconductors, Two-Dimensional Electron Gas, and Engineering Physics Education.
Deterministic operations research and multi-criteria optimization; facility location; supply chain, transportation and logistics; wireless sensor networks wildfire prediction and mitigation
optimization of structures and components for a circular economy and climate resilience with a focus on composite materials, advanced manufacturing, uncertainty analysis, and applied AI; applications include the wind industry, energy-efficient construction, managing extreme weather events, orthopedic implants.
Machine learning, optimization and control, distributed and sequential learning, with a focus on developing computationally efficient methods for data analytics
Internet of Things (IoT) and intelligent factory transformation; Price recommendation and optimization using machine learning models; Image search engines and semantic segmentation; Applications of artificial intelligence in business; and Biomedical signal processing for healthcare applications